Run
521047

Run 521047

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
287.2795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1896
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.984
UserCPU time millis testing
1.218
UserCPU time millis training
21.766